ESTIMATION METHODS IN MULTILEVEL STRUCTURAL EQUATION MODELING

Language: English

Published by LAP LAMBERT Academic Publishing Feb 2010, 2010

3838347803 / 9783838347806

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -The text examines multilevel regression models in the context of multilevel structural equation modeling (SEM) in terms of accuracy of parameter estimates, standard errors, and fit indices in normal and nonnormal data under various sample sizes and differing estimators (maximum likelihood, generalized least squares, and weighted least squares). The finding revealed that the regression coefficients were estimated with little to no bias among the study design conditions investigated. However, the number of clusters (group level) appeared to have the greatest impact on bias among the parameter estimate standard errors at both level- 1 and level-2. Regarding fit statistics, negative bias was noted among each of the fit indices investigated when the number of clusters ranged from 30 to 50 and cluster size was fixed at 10. Recommendations for the substantive researcher are presented and areas of future research are discussed. 308 pp. Englisch.…

Seller Inventory # 9783838347806

Title
ESTIMATION METHODS IN MULTILEVEL STRUCTURAL EQUATION MODELING
Author
Jimmy Byrd
Publisher
LAP LAMBERT Academic Publishing Feb 2010
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3838347803
ISBN 13
9783838347806
Item weight
477 grams
Dimensions
220x150x20 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany